Sheep 2010

Tue Oct 23 15:17:18 2018


1 Overview

The raster GIS layer on Sheep (2010) described in this document are part of the Gridded Livestock of the World database (GLW v3.1).

The GLW database was developped to meet three objectives:

  1. Collect, harmonize and disseminate sub-national global data on livestock distribution;
  2. Predict livestock numbers in areas with missing informations on livestock census counts;
  3. Provide an statistically-informed estimate of how livestock may distribute within census unit through downscaling algoritms.

Two main methods have been described in the litterature for distributing census data at the pixel level. The areal-weighted (AW) method simply considers that all pixels of the census area are equally suitable, and assign them an equal weight. It simply corresponds to the density of animals per km2 in the census unit multiplied by the pixel area. The dasymetric method (DA) assigns different weights to different pixels based on high resolution environmental predictor variables and Random Forest models, and the animal census counts are distributed according to these weights.

The AW and DA GLW global distribution data fit different purposes. The DA GLW models provide an estimate of how livestock species may be distributed within census areas. However, spatial predictors (e.g. human population density, vegetation indices, topography, etc.) that are used to derived the downscaling weights may introduce some uncontrolled counfonding effects for users willing to quantify the effect of livestock alongside these spatial predictors on an outcome. Similarly, the DA models may introduce circularity for users willing to use livestock data to study their impact on some these spatial factors, such as land-use, for example. The AW GLW models are free of any influence of spatial predictor variables, but produces more unrealistic distribution patterns, especially in large census areas containing a wide range of different land-use and farming conditions.

This report presents snapshots and links to high resolution maps of the different data layers available with the GLW v3.1 data package for Sheep (2010). Three GIS layers are provided, as geotiff, with an extent of X:-180 to 180 / Y:-90 to 90, a resolution of 0.083333 decimal degrees, and with the projection CRS “+proj=longlat”:

  1. DA GLW model (5_Sh_2010_Da.tif): This layer contains the DA animal numbers per pixel, with weight estimated by the Random Forest model. Note that the totals number of animals per census polygon of the DA and AW GLW models should be identical.
  2. AW GLW model (6_Sh_2010_Aw.tif): This layer contains the AW animal numbers per pixel in polygons where data where available in the subnational census, and AW predictions from the the model in census area where the information was missing.
  3. AW GLW prediction status (7_Sh_2010_Ps.tif): This layer contains a value of 0 in pixels where the AW animal number is from a census, and value of 1 if the value was predicted by the GLW model.

2 Snapshots

Note that the snapshot below were produced in the equal-area pseudocylindrical Eckert IV projection for a proper representation of densities. The standard lat/long visualisation of global raster data tend to visually over-represent animal densities in pixels located in northern latitudes as they cover a much lower surface on earth than those close to the equator. Altough the data files are distributed in lat/long, we recommend the use of an equal-area projection for displaying our livestock density data.

2.1 Dasymetric GLW model (5_Sh_2010_DA.tif)

A high-resolution version can be visualised here.

2.2 Areal-weighted GLW model (6_Sh_2010_Aw.tif)

A high-resolution version can be visualised here.

2.3 Areas predicted in the AW model (7_Sh_2010_Ps.tif)

A high-resolution version can be visualised here.


3 Description of sub-national census data

3.1 Average Spatial Resolution (ASR)

The average spatial resolution (ASR) gives an estimate of the average resolution of each spatial unit used to build the GLW models. It is estimated, for each country as \(\sqrt[root]{Area/N_u}\), where Area is the surface of the country in square km, and \(N_u\) is the number of sub-national units per country.

3.2 Year of the sub-national input data

The following histogram and maps show the year of sub-national census data used for the GLW models.


4 Goodness of fit of polygon-level predictions

The following plot shows the goodness of fit metrics of the predictions summarized by continent and polygon size. Note that these GOF are all established through cross-validation, i.e. by measuring the correlation between observed and predicted animal numbers (log10-transformed) in polygons that were not used to train the Random Forest models (see Nicolas et al. 2015, for details). Note that some values are supported by a very low number of polygons (indicated by the np, which is the mean number of polygons used to estimate the correlation between observed and predicted values at each bootstrap).


5. Citations

The GLW database was originally described by Wint & Robinson (GLW v1, 2007) and used the DA method with weights quantified through stratified multiple regressions. The modelling procedure was automated and standardized for GLW v2 (Robinson et al. 2014) and the methodology used to derived the weights was recently improved by replacing stratified linear regression by Random Forest for producing GLW v3.0 (Nicolas et al. 2016). This dataset is described in full in Gilbert et al. (2018).


6. Country census data references

Table continues below
  Country ASR Year Census FAOSTAT Source
AFG Afghanistan 43.4 2003 8,725,266 13,286,000 Ministry of Agriculture, Irrigation and Livestock of Afghanistan
DZA Algeria 219.7 2002 16,331,022 22,868,770 Direction des Services Vétérinaires - Ministère de l’Agriculture et du Développement rural
AZE Azerbaijan 35.0 2014 7,987,313 7,871,193 The State Statistical Committee of the Republic of Azerbaijan
ALB Albania 28.1 2012 1,808,803 1,806,000 Ministry of Agriculture, Food and Consumer Protection, Albania
ARM Armenia 51.9 2015 713,879 511,029 National Statistical Service of the Republic of Armenia
AND Andorra 8.2 2012 2,656 NA Departament d’Estadística, Govern d’Andorra
AGO Angola 263.2 2013 1,065,019 983,210 CountrySTAT - Food and agriculture data network
ARG Argentina 75.4 2008 11,512,554 15,024,744 Instituto Nacional de Estadística y Censos. Argentina
AUS Australia 114.1 2011 75,894,699 68,085,497 Australian Bureau of Statistics
AUT Austria 29.2 2010 398,459 344,709 Statistics Austria
BWA Botswana 149.1 2014 227,247 279,237 Central Statistics Office of Botswana
BEL Belgium 7.3 2010 99,697 120,000 Directorate - General Statistics Belgium formerly known as NIS-INS
BGD Bangladesh 46.2 2008 1,291,451 1,820,000 Bangladesh Bureau of Statistics
BLZ Belize 60.9 2011 12,712 13,100 World Organisation for Animal Health - OIE
BIH Bosnia and Herzegovina 68.2 2009 1,054,689 1,046,035 Agencija za statistiku BiH (Federal office of Statistics of FBiH)
BOL Bolivia 57.8 2013 6,267,743 8,701,465 Instituto Nacional de Estadística, Bolivia
MMR Myanmar (Burma) 45.8 2011 767,033 663,780 Livestock Breeding and Veterinary Department (LBVD), Ministry of Livestock Breeding and Fisheries, Yangon,Myanmar
BEN Benin 38.7 2013 860,000 808,000 CountrySTAT - Food and agriculture data network
BLR Byelarus 41.9 2011 51,830 52,400 National Statistical Committee of the Republic of Belarus
BRA Brazil 39.4 2012 16,797,594 17,380,581 Istituto Brasileiro de Geografia e Estatistica
BTN Bhutan 13.8 2013 9,756 12,699 Ministry of Agriculture and Forest, Royal Government of Bhutan
BGR Bulgaria 20.7 2010 1,528,752 1,400,252 Ministry of Agriculture and Forestry - Agrostatistics Directorate, Bulgaria
BDI Burundi 15.1 2005 218,905 315,295 Direction Provinciale de l’Agriculture et de l’Élevage, Burundi
CAN Canada 43.9 2011 933,430 855,300 Statistics Canada
KHM Cambodia 31.1 2011 13,207 NA Ministry of Agriculture, Forestry and Fishieries of Cambodia
TCD Chad 246.8 2013 6,287,562 3,026,500 World Organisation for Animal Health - OIE
LKA Sri Lanka 51.4 2014 6,202 7,910 Agriculture and Environment Statistics Division, Department of Census and Statistics, Sri Lanka
COG Congo 192.4 2000 7,106 120,000 Ministère de l’Agriculture et de l’Elevage
COD Zaire 508.2 2004 814,107 904,080 Centre for Ticks and Tick-Borne Diseases, Malawi
CHN China 63.1 2006 173,900,001 176,900,000 National Bureau of Statistics of China
CHL Chile 50.1 2007 3,888,485 3,644,346 Instituto Nacional de Estadísticas, Chile
CMR Cameroon 282.3 2007 346,584 3,850,000 CountrySTAT - Food and agriculture data network
COM Comoros 23.6 2004 19,200 23,000 FAO Animal Production and Health Division, Emergency Centre for Transboundary Animal Diseases, Socio Economics, Production and Biodiversity Unit
COL Colombia 188.6 2014 1,318,241 1,791,802 World Organisation for Animal Health - OIE
CRI Costa Rica 85.8 2014 35,800 2,750 Instituto Nacional de Estadística y Censos, Costa Rica
CAF Central African Republic 191.0 1990 133,620 388,000 Environmental Research Group Oxford (ERGO)
CUB Cuba 85.4 2012 1,008,338 2,361,900 Oficina Nacional de Estadísticas, República de Cuba
CPV Cape Verde 15.3 2004 10,400 20,370 Directorate of Livestock
CYP Cyprus 40.9 2010 267,490 328,864 Statistical Service of Cyprus
DNK Denmark 21.3 2010 159,626 159,626 Denmark Statistics
ECU Ecuador 36.7 2000 1,127,222 792,499 Project SICA, Agricultural Information System, Ministry of Agriculture and Livestock, Ecuador
EGY Egypt 190.7 2011 5,365,065 5,529,529 Central Agency for Public Mobilization and Statistics, Egypt
IRL Ireland 4.6 2000 6,339,633 4,565,700 Central Statistical Office Ireland
EST Estonia 55.0 2010 87,140 76,500 Statistikaamet Statistical Office of Estonia
ERI Eritrea 45.8 2002 2,128,845 2,271,560 Environmental Research Group Oxford (ERGO)
SLV El Salvador 10.7 2007 11,475 5,100 Ministerio de Economía - El Salvador
ETH Ethiopia 44.8 2002 22,511,719 25,509,004 Central Statistical Authority, Ethiopia
CZE Czech Republic 32.1 2010 183,826 205,923 Czech Statistical Office
GUF French Guiana 67.6 2010 714 1,228 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
FIN Finland 30.7 2014 126,309 125,673 Natural Resources Insitute, Finland (Luke)
FJI Fiji 34.9 2009 14,068 6,200 Department of Agriculture Economic Planning and Statistic Division, Fiji
FLK Falkland Islands (Islas Malvinas) 63.3 2010 681,763 700,000 Department of Agriculture, Falkland Islands Government
FRA France 76.0 2010 7,458,190 7,922,154 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forêt, France
GMB Gambia, The 17.3 2001 129,232 251,000 Agricultural Statistics and Resources Economics Unit (ASRE), Government of the Gambia
GAB Gabon 171.5 2002 195,002 197,000 Environmental Research Group Oxford (ERGO)
GEO Georgia 31.6 2004 648,715 602,300 National Statistics Office of Georgia
GHA Ghana 46.7 2005 4,003,190 3,759,000 FAO-RIGA
DEU Germany 95.6 2010 2,129,250 2,088,541 Federal Statistical Office of the Federal Republic of Germany
GLP Guadeloupe 18.3 2010 547 1,600 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
GRC Greece 49.0 2013 8,686,117 8,966,000 Hellenic Statistical Authority
GTM Guatemala 18.5 2003 340,682 600,000 Instituto Nacional de Estadística, Guatemala
GIN Guinea 87.2 2002 942,368 1,614,729 Service National des Statistiques Agricoles - Ministère de l’Agriculture, de l’Elevage et des Fôrets
GZS Gaza Strip 8.5 2004 51,453 NA Palestinian Central Bureau of Statistics. Ramallah, Palestine
HTI Haiti 14.4 2009 359,390 153,500 Ministère de l’Agriculture des Ressources Naturelles et du Dévelopement Rural (MARNDR) - République d’Haïti
HRV Croatia 10.2 2003 750,877 630,000 Croatian Bureau of Statistics
HUN Hungary 68.2 2013 1,239,000 1,223,000 Hungarian Central Statistical Office
ISL Iceland 121.0 2009 469,429 479,841 Statistics Iceland
IDN Indonesia 65.6 2013 3,781,797 10,725,000 Badan Pusat Statistik, Republik Indonesia
IND India 72.8 2012 82,826,222 67,744,000 Department of Animal Husbandry, Dairying & Fisheries - Ministry of Agriculture - Government of India
IRN Iran 240.6 2011 50,214,615 49,500,000 Statistical Centre of Iran
ISR Israel 73.7 2002 305,603 445,000 Central Bureau of Statistics, Agriculture Division
ITA Italy 6.1 2010 6,218,034 8,012,600 Istituto Nazionale di Statistica
CIV Ivory Coast 130.2 2001 901,115 1,692,181 Ministère de l’Agriculture et des Ressources Animales, Direction de la Programmation, Côte d’Ivoire
IRQ Iraq 155.6 2010 7,722,375 7,945,000 World Organisation for Animal Health - OIE
JPN Japan 89.2 2013 16,096 12,000 World Organisation for Animal Health - OIE
JAM Jamaica 29.1 2009 11,058 1,600 Agricultural Business Information System, Jamaica
JOR Jordan 40.7 2007 2,495,776 2,175,690 Department of Statistics, Jordan
KEN Kenya 60.5 2009 17,129,606 17,562,105 Kenya National Bureau of Statistics
KGZ Kyrgyzstan 168.7 2003 3,047,736 4,095,231 National Statistic Committee of Kyrgyzstan
KOR South Korea 78.7 2013 3,027 3,918 World Organisation for Animal Health - OIE
KWT Kuwait 75.3 2013 628,041 462,213 Central Statistical Bureau, State of Kuwait
KAZ Kazakhstan 426.5 2012 14,811,972 14,660,820 Agency of Statistics of the Republic of Kazakhstan
LAO Laos 40.7 2011 20,316 NA Department of Livestock and Fisheries
LBN Lebanon 45.0 2010 265,344 265,345 Ministry of Agriculture, Lebanon
LVA Latvia 49.8 2010 81,436 70,700 Central Statistical Bureau of Latvia
LTU Lithuania 35.0 2010 52,843 52,500 Lietuvos Statistikas Departamenta
LBR Liberia 80.2 2010 48,450 263,750 Liberia Institute of Statistics & Geo-Information Services
SVK Slovakia 26.2 2009 376,978 376,978 Statistical Office of the Slovak Republic
LIE Liechtenstein 8.7 2009 3,963 3,656 Amt für Statistik Liechtenstein
LSO Lesotho 55.2 2013 1,346,597 1,228,558 Bureau of Statistics of Lesotho
LUX Luxembourg 14.8 2008 8,064 9,084 Portail des statistiques du Grand-Duché de Luxembourg, STATEC
LBY Libya 260.1 2013 5,030,673 7,000,000 Ministry of Agriculture, Animal & Marine Wealth
MDG Madagascar 75.3 2005 695,228 805,000 Ministère de l’Agriculture, Secrétariat General, Direction de la Prévision et des Etudes Economiques, Madagascar
MTQ Martinique 6.2 2010 3,986 11,597 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
MDA Moldova 27.9 2013 692,160 803,747 Statistica Moldovei
MYT Mayotte 19.7 2010 1,100 NA Agreste la Statistique Agricole, Le Ministère de l’Agriculture, de l’Alimentation, de la Pêche et de la Ruralité, France
MNG Mongolia 70.0 2012 18,119,414 14,480,396 National Statistical Office of Mongolia
MWI Malawi 60.2 2007 76,610 214,230 Agriculture Statistics Division of the National Statistical Office of Malawi (NSO)
MKD Macedonia 17.7 2006 749,341 778,404 State Statistic Office of the Republic of Macedonia
MLI Mali 150.8 2006 8,239,797 11,865,259 Ministère de l’Agriculture de L’Elevage et del a Pêche - République du Mali
MAR Morocco 104.0 2008 16,114,000 18,023,200 Ministère de l’Agriculture, du Développement Rural et des Pêches Maritimes du Maroc
MUS Mauritius 15.1 2012 2,177 16,000 Ministry of Finance & Economic Development, Mauritius
MRT Mauritania 90.9 2007 1,236,549 8,860,000 Office of National Statistics, Mauritania
MLT Malta 2.2 2010 11,873 12,379 National Statistics Office of Malta
OMN Oman 196.6 2010 388,590 388,590 Ministry of Agriculture and Fisheries, Sultanate of Oman
MNE Montenegro 25.6 2010 227,112 198,165 Statistical office of Montenegro-MONSTAT
MEX Mexico 28.3 2007 7,306,600 8,105,562 Instituto Nacional de Estadistica Geografia e Informatica, Mexico
MYS Malaysia 153.4 2012 131,923 123,475 Department of Statistics, Malaysia (Jabatan Perangkaan Malaysia)
MOZ Mozambique 74.2 2002 347,933 220,391 Direccao Nacional De Pecuaria
NCL New Caledonia 26.1 2012 1,152 2,300 Institut National de la Statistique et des Études Économiques, France
NER Niger 176.5 2005 9,192,020 10,917,231 Ministère des Ressources Animales, Niger
VUT Vanuatu 44.3 2007 258 NA Vanuatu National Statistics Office
NGA Nigeria 160.0 2011 37,440,022 35,519,759 National Bureau of Statistics, Nigeria
NLD Netherlands 23.0 2010 1,129,500 1,129,500 Central Bureau voor de Statistiek, Netherlands
NOR Norway 27.2 2010 2,300,464 2,308,291 Statistics Norway
NPL Nepal 44.3 2011 600,010 801,371 Central Bureau of Statistics, Nepal
SUR Suriname 85.6 NA 450 6,900 -9999
NIC Nicaragua 29.9 2011 105,610 6,300 Instituto Nacional de Informacion de Desarrollo, Nicaragua
NZL New Zealand 62.7 2012 31,226,422 32,562,612 Statistics New Zealand
PRY Paraguay 37.5 2008 364,514 400,000 Ministerio de Agricultura y Ganadería, Paraguay
PER Peru 27.0 2012 9,522,592 14,159,720 Instituto Nacional de Estadística e Informática, Perú
PAK Pakistan 83.7 2010 15,025,659 27,757,000 Agricultural Census Organization, Ministry of Food & Agriculture, Pakistan
POL Poland 139.6 2012 218,400 258,262 European Union Statistical Office - EUROSTAT
PAN Panama 12.0 2011 18,665 NA Instituto Nacional De Estadística y Censo, Panamá
PRT Portugal 17.9 2009 2,211,173 2,226,000 Instituto Nacional de Estatística - Statistics Portugal
GNB Guinea-Bissau 61.4 2011 314,501 453,760 CountrySTAT - Food and agriculture data network
QAT Qatar 35.5 2013 448,477 213,804 World Organisation for Animal Health - OIE
REU Reunion 10.3 2000 2,122 1,000 Ministère de l’Agriculture, de l’Agroalimentaire et de la Forét, France
ROU Romania 76.2 2014 9,518,225 9,141,500 National Institute of Statistics, Romania
PHL Philippines 13.8 2010 48,821 30,000 Bureau of Agricultural Statistics (BAS)
PRI Puerto Rico 10.5 2012 10,759 6,300 National Agricultural Statistics Service - United States Department of Agriculture
RUS Russia 420.7 2006 19,937,700 19,849,656 Russian Federation - Federal State Statistical Service
RWA Rwanda 28.5 2012 630,842 743,201 World Organisation for Animal Health - OIE
SAU Saudi Arabia 384.9 2012 6,249,904 8,741,000 Central Department of Statistics and Information of Kingdom of Saudi Arabia
ZAF South Africa 368.2 2013 20,331,685 24,501,043 World Organisation for Animal Health - OIE
SEN Senegal 77.2 2009 5,382,903 5,571,335 Agence Nationale de la Statistique et de la Démographie du Sénégal
SHN St. Helena 11.2 2009 651 800 Agriculture and Natural Resources Department of St Helena
SVN Slovenia 41.2 2010 137,737 138,108 Statistical Office of the republic of Slovenia
SLE Sierra Leone 74.6 2015 574,706 682,000 Statistics Sierra Leone
SOM Somalia 92.5 2005 14,909,095 12,000,000 Food security and Nutrition Analysis Unit (FSAU)
ESP Spain 8.0 2009 16,572,868 18,551,600 Instituto Nacional de Estadística, Spain
SER Serbia 22.2 2012 1,727,503 1,475,395 Statistical Office of Serbia
LCA St. Lucia 7.9 2007 7,736 10,000 Ministry of Agriculture, Forestry and Fisheries
SDN Sudan 135.6 2005 45,883,779 52,079,000 Ministry of Animal Resources and Fisheries, Sudan
SWE Sweden 39.2 2010 563,869 564,922 Statistics Sweden
SYR Syria 115.9 2012 17,884,310 15,511,000 National Agricultural Policy Center of the Ministry of Agriculture and Agrarian Reform, Syrian Arab Republic
CHE Switzerland 39.8 2009 431,889 434,083 Swiss Federal Statistical Office
ARE United Arab Emirates 101.1 2012 1,841,828 1,350,665 National Bureau of Statistics, United Arab Emirates
THA Thailand 82.6 2014 43,901 43,139 World Organisation for Animal Health - OIE
TJK Tajikistan 49.8 2011 2,846,727 2,617,373 Agency for Statistics, Tajikisthan Republik
TON Tonga 11.6 2015 1,240 NA Ministry of Agriculture, Food, Forests and Fisheries, Tonga
TGO Togo 106.8 2009 1,657,114 2,108,400 World Organisation for Animal Health - OIE
TUN Tunisia 80.4 2012 6,802,420 7,234,070 Observatoire National de l’Agriculture, Ministère de l’Agriculture de l’Environnement et des Ressources Hydrauliques, Tunisia
TUR Turkey 29.0 2015 30,366,212 21,794,508 Turkish Statistical Institute
TKM Turkmenistan 307.5 2012 14,755,794 13,600,000 State Committee of Statistics of Turkmenistan
TZA Tanzania, United Republic of 88.4 2008 5,724,316 3,592,700 Ministry of Water and Livestock Development of Tanzania
UGA Uganda 6.5 2008 3,474,322 1,847,000 Uganda Bureau of Statistics
GBR United Kingdom 45.3 2010 31,018,780 31,084,000 Department for Environment Food & Rural Affairs, U.K.
UKR Ukraine 154.6 2015 877,504 1,197,000 State Statistics Committee of Ukraine
USA United States 55.0 2012 5,186,685 5,620,000 National Agricultural Statistics Service - United States Department of Agriculture
BFA Burkina Faso 77.9 2008 7,770,083 8,243,238 Ministère des Ressources Animales du Burkina Faso
URY Uruguay 96.8 2014 7,427,126 7,710,000 World Organisation for Animal Health - OIE
UZB Uzbekistan 179.3 2007 10,613,904 12,157,000 State Statistics Committee of the Republic of Uzbekistan
VEN Venezuela 56.9 2007 600,986 586,950 Ministerio del Poder Popular para la Agricultura y Tierras - Venezuela
NAM Namibia 251.8 2010 2,693,149 2,800,000 World Organisation for Animal Health - OIE
WST West Bank 23.0 2004 760,411 NA Palestinian Central Bureau of Statistics. Ramallah, Palestine
ESH Western Sahara 366.5 2009 208,359 35,000 Direction de la Statistique du Maroc
WSM Western Samoa 53.8 2009 249 NA Samoa Bureau of Statistics
SWZ Swaziland 65.7 2013 15,973 34,500 World Organisation for Animal Health - OIE
YEM Yemen 154.5 2013 9,551,311 9,206,000 Ministry of Agriculture and Irrigation, Republic of Yemen
ZMB Zambia 293.2 2009 217,503 220,000 Department of Research and Specialist Services, Zambia
ZWE Zimbabwe 81.6 2008 362,666 375,000 Department of Livestock and Veterinary Services
  Reference
AFG Afghanistan – National Livestock Census 2002-2003 –- Final Report (http://reliefweb.int/sites/reliefweb.int/files/resources/58C374339FC582F149256DF30009D60F-fao-afg-4dec.pdf)
DZA Direction des Services Vétérinaires - Ministère de l’Agriculture et du Développement rural - 2003
AZE The Agriculture of Azerbaijan 2015 - Statistical Yearbook (http://www.stat.gov.az/menu/6/statistical_yearbooks/indexen.php)
ALB Statistical Yearbook of the Ministry of Agriculture 2012 (http://www.instat.gov.al/en/themes/agriculture,-forestry-and-fishery.aspx?tab=tabs-5)
ARM Atlas The Republic of Armenia by the Regions and Yerevan City, 2015 (http://www.armstat.am/en/?nid=589)
AND Cabana Ramadera per Tipus i Parròquia, 2011-2012 (http://www.estadistica.ad/serveiestudis/web/index.asp)
AGO CountrySTAT Angola: Número de animais vivos by Ano, Especie, Nivel administrativo. (http://countrystat.org/home.aspx?c=AGO&ta=007SPD035&tr=21)
ARG Censo Nacional Agropecuario 2008 (http://www.indec.mecon.ar/desaweb/nivel4_default.asp?id_tema_1=3&id_tema_2=8&id_tema_3=87)
AUS 2010-11 Agricultural Census (http://www.abs.gov.au/AUSSTATS/abs@.nsf/DetailsPage/7121.02010-11#Publications)
AUT Agricultural Census 2010 (http://statcube.at/superwebguest/login.do?guest=guest&db=deas1002)
BWA Annual Agricultural Survey Report 2014 (http://www.statsbots.org.bw/sites/default/files/publications/Annual%20Agriculture%20Survey%20%202014.pdf)
BEL Data 2010 from William Wint (all acquired by Els Ducheyne at Avia_GIS, Zoersel, Belgium, processed by ERGO Ltd)
BGD Agriculture Census Report 2008 - online data http://www.bbs.gov.bd/home.aspx
BLZ Belize: World Animal Health Information Database (WAHID) - Animal Population 2010-2011 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
BIH Number of animals from Federalni agromediteranski zavod Mostar
BOL Censo Nacional Agropecuario 2013 (http://datos.ine.gob.bo/binbol/RpWebEngine.exe/Portal?BASE=CNA2013&lang=ESP)
MMR Myanmar Farm Animal Resources:Numbers and Distributions from Administrative Returns, 2011/12
BEN CountryStat Benin: Élevage – Total des effectifs d’animaux vivants 2010-2013 (http://www.countrystat.org/home.aspx?c=BEN&ta=053SPD135&tr=21)
BLR Number of sheep, goats and poultry in farms of all types by regions and districts 2001-2011
BRA Produção da Pecuária Municipal - 2012 (http://www.ibge.gov.br/home/estatistica/economia/ppm/2012/default.shtm)
BTN Livestock Statistics 2013 (http://www.moaf.gov.bt/download/Statisitcs/#wpfb-cat-2)
BGR Agricultural Census 2010 (http://www.mzh.government.bg/MZH/ShortLinks/SelskaPolitika/Agrostatistics/Structure_agricultural_holdings/Results.aspx)
BDI Monographies des les Communes, 2006
CAN 2011 Census of Agriculture (http://www.statcan.gc.ca/ca-ra2011/index-eng.htm)
KHM Cambodia Livestock Census 2011
TCD Chad: World Animal Health Information Database (WAHID) - Animal Population 2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
LKA Livestock Population by Type and by District - 2013 - 2014 (http://www.statistics.gov.lk/agriculture/Livestock/LivestockPopulationSubnational.html)
COG Enquête Agricole Pilote, Campagne Agricole 1999-2000
COD Preliminary census data from SADC and Eastern Africa
CHN a) China Level 1/06: China Agric. Press, 2006, and Taiwan Level 0/06: Stat. Office, Executive Yuan. Stat. Yearbook, 2010. b) China Level 3/96: Food and Agric. Stat. Centre, China. Abstract of the 1st National Agric. Census in China, Office of China
CHL Censo Agropecuario y Forestal 2007 (http://www.ine.cl/canales/chile_estadistico/censos_agropecuarios/censo_agropecuario_07_comunas.php)
CMR CountrySTAT - Food and agriculture data network
COM Rapport National Sur l’Etat des Ressources Génétiques Animales
COL Colombia: World Animal Health Information Database (WAHID) - Animal Population 2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
CRI VI Censo Nacional Agropecuario, 2014 (http://www.inec.go.cr/flipbook/cenagrotomoIII/index.html)
CAF FAO, 2004. Agro-ecological distributions for Africa (Data CD)
CUB Anuarios Estadísticos Provinciales 2012 - Edición 2013 (http://www.one.cu/aed2012.htm)
CPV Recenseamento Geral da Agricultura, 2004
CYP Census of Agriculture 2010 (http://www.mof.gov.cy/mof/cystat/statistics.nsf/All/DE20AEA98C4DD6EEC22577A50041F0B8/$file/AGRICULTURE_CENSUS-2010-100314.pdf?OpenElement)
DNK Farms by region and selected farms, crops and livestock (http://www.statistikbanken.dk/statbank5a/SelectVarVal/Define.asp?Maintable=BDF51&PLanguage=1)
ECU III Censo Nacional Agropecuario
EGY Estimated numbers of livestock and animals by Governorate 2011
IRL Census of Agriculture 2000 (data acquired by Els Ducheyne at Avia_GIS, Zoersel, Belgium, process by William Wint, ERGO Ltd)
EST 2010 Agricultural Census. Statistical database (http://pub.stat.ee/px-web.2001/Database/Majandus/13Pellumajandus/04Pellumajanduslike_majapidamiste_struktuur/02Loomakasvatus/02Loomakasvatus.asp)
ERI Giews special reports (http://www.fao.org/docrep/005/y7678e/y7678e00.htm)
SLV IV Censo Agropecuario 2007-2008
ETH Agricultural Census 2001-2002 (http://213.55.92.105/nada3/index.php/ddibrowser/174)
CZE Agrocensus regions: Farm Structure Survey and Survey on Agricultural Production Methods 2010 (http://www.czso.cz/csu/2012edicniplan.nsf/engp/2127-12)
GUF Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
FIN Statistics database: Number of livestock by municipality 2014 (http://statdb.luke.fi/PXWeb/pxweb/en/LUKE/LUKE__02%20Maatalous__04%20Tuotanto__12%20Kotielainten%20lukumaara/?tablelist=true&rxid=001bc7da-70f4-47c4-a6c2-c9100d8b50db)
FJI National Agricultural Census 2009 report (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_3/FJI_ENG_REP_2009.pdf)
FLK Statistics Book 2010
FRA Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
GMB Report of the Agricultural Census of The Gambia 2001/2002 Volume 1 and Volume 2
GAB Agro-ecological distributions for Africa ( (Data CD)
GEO First National Agricultural Census 2004 in Georgia (http://geostat.ge/cms/site_images/_files/english/agriculture/census/section7.pdf)
GHA Rural Income Generating Activities (RIGA) Database - Ghana 2005 (rural subset)
DEU Census of Agriculture 2010
GLP Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
GRC Farm Structure Survey (FSS): Holdings and number of animals / 2013 (http://www.statistics.gr/en/statistics/-/publication/SPK12/-)
GTM IV Censo Nacional Agropecuario, 2003
GIN Enquete Agricole, Resultats. Conakry, Republique de Guinee
GZS Agricultural Statistics 2003/2004
HTI Rècensement Général de l’Agriculture (RGA) 2008/2009 (http://www.agriculture.gouv.ht/view/01/?-Recensement-General-de-l,36-)
HRV Agricultural Census 2003 (http://www.dzs.hr/Eng/censuses/Agriculture2003/census_agr.htm)
HUN Regional Statistics. Online data (last access 06/2014): http://www.ksh.hu/agriculture
ISL Livestock by Region 1998-2009
IDN Data Sensus Pertanian 2013 (http://st2013.bps.go.id/dev2/index.php)
IND 19th Livestock Census - 2012, all india report (http://www.dahd.nic.in/dahd/WriteReadData/Livestock.pdf)
IRN Iran Statistical Yearbook 1390 [2011-2012]
ISR Annual tables from publication: agriculture in Israel 2001-2003
ITA Censimento Agricultura 2010 (http://dati-censimentoagricoltura.istat.it)
CIV Recensement National de l’Agriculture 2001
IRQ Iraq: World Animal Health Information Database (WAHID) - Animal Population 2008-2010 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
JPN Japan: World Animal Health Information Database (WAHID) - Animal Population 2007-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
JAM Livestock Summary Report, 2009
JOR The Agricultural Census 2007 (http://www.dos.gov.jo/dos_home_e/main/index.htm)
KEN Population and Housing Census 2009. Livestock Population by Type and District (http://www.knbs.or.ke/index.php?option=com_phocadownload&view=category&id=109:population-and-housing-census-2009&Itemid=599)
KGZ Results of the first agricultural census of the Kyrgyz republic of 2003.(Second Stage)
KOR Republic of Korea: World Animal Health Information Database (WAHID) - Animal Population 2012 - 2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
KWT Annual Agricultural Statistics 2013-2014 (http://www.csb.gov.kw/Socan_Statistic_EN.aspx?ID=42)
KAZ Basic indicators for 2003-2012 (http://www.eng.stat.kz/digital/Agriculture/Pages/default.aspx)
LAO Lao Livestock census Data 2011/12 In: PDR Farm Animal Distributions, 2011: Comparative Maps of Agricultural Census and Administrative Returns
LBN Green Project and Agriculture, 2010
LVA Results of the 2010 Agricultural Census in Latvia (http://www.csb.gov.lv/en/dati/agricultural-census-2010-30766.html)
LTU Number of livestock by administrative territory, 2011
LBR Regional Agricultural Statistics of Liberia, 2011
SVK Livestock by territory, Products and period
LIE Landwirtschaftsstatistik 2009 (http://www.llv.li/amtsstellen/llv-as-publikationsarchiv/llv-as-publikationen-landwirtschaft.htm)
LSO Lesotho Livestock Statistics Report 2013/2014
LUX Recensement Agricole, 2008
LBY Department of Animal Production - 2013 Data
MDG Recensement de l’Agriculture (RA) - Campagne Agricole 2004-2005
MTQ Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
MDA Statistical Yearbook of the Republic of Moldova 2013. Online data (last access 06/2014): http://www.statistica.md/pageview.php?l=en&idc=263&id=2193
MYT Recensement Agricole 2010
MNG Number of livestock by type, by regions, soums, aimags and the Capital - data online (MONSIS): http://www.1212.mn/en/ - last access June 2013
MWI National Census of Agriculture and Livestock (October 2006 - October 2007)
MKD Census of Agriculture 2007 (http://www.stat.gov.mk/PrikaziPublikacija_en.aspx?id=51&rbr=205)
MLI Politique Nationale de Développement de l’Elevage - Cellule de Planification et Statistique du MAEP
MAR Maroc Regions 2008
MUS Digest of Agricultural Statistics 2012 (http://statsmauritius.gov.mu/English/StatsbySubj/Documents/Digest%20of%20Agriculture%202012_vetted.pdf)
MRT Monographies Des Regiones
MLT Census of Agriculture 2010 (http://www.nso.gov.mt/statdoc/document_file.aspx?id=3360)
OMN Agricultural Statistics Year Book, 2010 (http://maf.gov.om/Download.ashx?File=FCKupload/File/15394.pdf)
MNE Agriculture Census 2010 (http://www.monstat.org/eng/page.php?id=58&pageid=58)
MEX Censo Agrícola, Ganadero y Forestal 2007
MYS Selected Agricultural Indicators 2013 (Indikator Pertanian Terpilih 2013) (http://www.statistics.gov.my/portal/index.php?option=com_content&view=article&id=1834:free-download&catid=61&Itemid=111&lang=bm)
MOZ Annual Reports, 2003
NCL Recensement Général Agricole (RGA) 2012 (http://www.isee.nc/economie-entreprises/entreprises-secteurs-d-activites/agriculture-peche-aquaculture)
NER Recensement Général de l’Agriculture et du Cheptel. Volume II. Résultats Définitifs (Volet cheptel) . Juin 2007. (Projet GCP/NER/041/EC)
VUT Census of Agriculture, 2007
NGA National Agriculture Sample Survey (NASS) 2010/2011
NLD Agriculture: crops, livestock and land use by general far type, region - 2011
NOR Agricultural Census 2010 (http://www.ssb.no/en/jord-skog-jakt-og-fiskeri/artikler-og-publikasjoner/landbruksteljing-2010)
NPL National Census of Agriculture 2011-2012 (http://cbs.gov.np/?p=2567)
SUR -9999
NIC IV CENAGRO - Censo Nacional Agropecuario 2011 (http://www.inide.gob.ni/)
NZL 2012 Agricultural Census (http://www.stats.govt.nz/browse_for_stats/industry_sectors/agriculture-horticulture-forestry/2012-agricultural-census-tables.aspx)
PRY Censo Agropecuario Nacional 2008
PER IV Censo Nacional Agropecuario 2012 (http://desa.inei.gob.pe/Cenagro/redatam/)
PAK Agricultural Census 2010 (http://www.pbs.gov.pk/content/agricultural-census-2010-pakistan-report)
POL Agr_r_animal-Animal populations (http://epp.eurostat.ec.europa.eu/portal/page/portal/agriculture/data/database - last access feb 2014)
PAN VII Censo Nacional Agropecuario. Resultados Finales (http://www.contraloria.gob.pa/inec/Publicaciones/subcategoria.aspx?ID_CATEGORIA=15&ID_SUBCATEGORIA=60&ID_IDIOMA=1)
PRT Agricultural Census 2009 (http://ra09.ine.pt/xportal/xmain?xpid=RA2009&xpgid=ra_home)
GNB CountryStat Guinea Bissau: Número de animais vivosby Ano, Nivel administrativo 1, Espécies (http://countrystat.org/home.aspx?c=GNB&ta=175SPD035&tr=21)
QAT Qatar: World Animal Health Information Database (WAHID) - Animal Population 2009-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
REU Recensement Agricole 2010 (http://agreste.agriculture.gouv.fr/recensement-agricole-2010/resultats-donnees-chiffrees/)
ROU Tempo online data base/Agriculture/Livestock and animal production 2013-2014 (https://statistici.insse.ro/shop/?lang=en)
PHL Livestock survey Philippines 2010
PRI 2012 Census of Agriculture (http://www.agcensus.usda.gov/Publications/2012/)
RUS Russia Agricultural Census, 2006
RWA Rwanda: World Animal Health Information Database (WAHID) - Animal Population 2012 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
SAU Statistical Yearbook 1434/1435 AH (2013 AD) (http://www.cdsi.gov.sa/yb49/)
ZAF South Africa: World Animal Health Information Database (WAHID) - Animal Population 2012-2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
SEN Live Data Base (LDB) (http://www.ansd.sn/publications_SES_region.html)
SHN Livestock Census 2009
SVN Agricultural Census Slovenia 2010 (http://www.stat.si/eng/novica_prikazi.aspx?id=4594)
SLE Population and Housing Census 2015 - Summary of final results (https://www.statistics.sl/wp-content/uploads/2017/01/final-results_-2015_population_and_housing_census.pdf)
SOM Projections for 2005
ESP Censo Agrario 2009 (http://www.ine.es/CA/Inicio.do)
SER Agricultural Census 2012 (http://webrzs.stat.gov.rs/WebSite/public/ReportView.aspx)
LCA Census of Agriculture - Final report 2007
SDN Estimates supplied by Veterinary staff at Ministry of Animal Resources for 2005
SWE Agricultural Census 2010
SYR Syrian Agricultural Database (SAD), 2005-2012 (http://www.napcsyr.net/caf/collections?version=syrdb&subset=agriculture)
CHE Recensement des enterprises agricoles,1999-2009
ARE Livestock 2012 (http://www.uaestatistics.gov.ae/EnglishHome/ReportDetailsEnglish/tabid/121/Default.aspx?ItemId=2341&PTID=104&MenuId=1)
THA Thailand: World Animal Health Information Database (WAHID) - Animal Population 2007-2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
TJK Regions of Tajikisthan Republic, 2012 (http://stat.tj/en/img/2336a7fa84c06406cfe3606ccfe6d58a_1356711960.pdf)
TON Tonga National Agricultural Census 2015 (http://www.fao.org/fileadmin/templates/ess/ess_test_folder/World_Census_Agriculture/Country_info_2010/Reports/Reports_5/TON_ENG_REP_2015.pdf)
TGO Togo: World Animal Health Information Database (WAHID) - Animal Population 2008-2011 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
TUN La production Animale en 2012 (http://www.onagri.nat.tn/statistiques)
TUR Livestock Database 2015 (https://biruni.tuik.gov.tr/hayvancilikapp/hayvancilik_ing.zul)
TKM Statistical Yearbook of Turkmenistan 2012 (http://www.stat.gov.tm/assets/social/Yearbook_2012.pdf)
TZA National Sample Census of Agriculture, 2007/2008
UGA The National Livestock Census 2008 (http://www.agriculture.go.ug/userfiles/National%20Livestock%20Census%20Report%202009.pdf)
GBR Agricultural Census 2010 (http://ec.europa.eu/eurostat/statistics-explained/index.php/Agricultural_census_in_the_United_Kingdom)
UKR Livestock in Ukraine (http://ukrstat.org/en/druk/publicat/kat_e/publ4_e.htm)
USA 2012 Census of Agriculture (http://www.agcensus.usda.gov/Publications/2012/)
BFA Les Statistiques du Secteur de l’Elevage au Burkina Faso, 2003 & 2008
URY Uruguay: World Animal Health Information Database (WAHID) - Animal Population 2014 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
UZB Livestock Production in Uzbekistan: Current State, Challenges and Prospects, 2010. (http://ced.uz/userfiles/files/2009-YY-8-en.pdf, Last access 10/07/2015)
VEN VII Censo Agrícola - 2007
NAM Namibia: World Animal Health Information Database (WAHID) - Animal Population 2008-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
WST Agricultural Statistics 2002/2003
ESH Annuaires Statistiques des Regions
WSM Samoa Bureau of Statistics
SWZ Swaziland: World Animal Health Information Database (WAHID) - Animal Population 2012-2013 (http://www.oie.int/wahis_2/public/wahid.php/Countryinformation/Animalpopulation)
YEM Agricultural Statistics Year Book 2013 (http://agricultureyemen.com/page.php?id=463)
ZMB National Livestock Census by Province 1994 to 2009
ZWE Livestock Census Summary